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ResearchFormerly WizWand

HOI Detection on V-COCO

72.1AP Role 1RLIPv2-ParSeDA
38.71647.38356.0564.717Aug 18, 2023Oct 29, 2023Jan 10, 2024Mar 22, 2024Jun 3, 2024Aug 14, 2024Oct 26, 2024
Updated 8mo ago

Evaluation results

MethodLinks
RLIPv2-ParSeDABackbone=Swin-L, Extra Relations=VG+COCO+O3652023.0872.174.1
RLIPv2-ParSeDBackbone=Swin-L, Extra Relations=VG+COCO+O3652023.087173.2
RLIPv2-ParSeDABackbone=Swin-T, Extra Relations=VG+COCO+O3652023.0868.870.8
DIFFUSIONHOIBackbone=ViT-L, VL Pretrain=Stable unCLIP2024.1067.171.1
DIFFUSIONHOIBackbone=VQGAN, VL Pretrain=Stable Diffusion2024.1066.870.9
RLIPv2-ParSeDBackbone=Swin-T, Extra Relations=VG+COCO+O3652023.0866.669.1
CQLBackbone=R50, VL Pretrain=CLIP2024.1066.469.2
STIPBackbone=R50, VL Pretrain=-2024.106670.7
RLIPv2-ParSeDABackbone=R50, Extra Relations=VG+COCO+O3652023.0865.968
UniVRDBackbone=ViT-H/14+, Extra Relations=-2023.0865.866.9
AGERBackbone=R50, VL Pretrain=CLIP2024.1065.769.7
RLIPv2-ParSeDABackbone=R50, Extra Relations=VG+COCO2023.0864.566.7
OCNBackbone=R50, Extra Relations=-2023.0864.266.3
RmLRBackbone=R101, VL Pretrain=MobileBERT2024.1064.270.2
PViC†Backbone=Swin-L, VL Pretrain=-, detector=H-Deform-DETR [95]2024.1064.170.2
CDNBackbone=R101, VL Pretrain=-2024.1063.965.9
RLIPv2-ParSeDBackbone=R50, Extra Relations=VG+COCO+O3652023.0863.866.4
GEN-VLKBackbone=R101, VL Pretrain=CLIP2024.1063.665.9
HOICLIPBackbone=R50, VL Pretrain=CLIP2024.1063.564.8
CPChoiBackbone=R50, VL Pretrain=-2024.1063.165.4
RLIPv2-ParSeDABackbone=R50, Extra Relations=VG2023.086365.1
MCPCBackbone=R50, VL Pretrain=-2024.106365.1
RLIPv2-ParSeDBackbone=R50, Extra Relations=VG+COCO2023.0862.965.3
PViCBackbone=R50, VL Pretrain=-2024.1062.867.8
GEN-VLKTBackbone=R50, Extra Relations=-2023.0862.464.5
ViPLOBackbone=ViT-B, VL Pretrain=CLIP2024.1062.268
RLIPv1-ParSeBackbone=R50, Extra Relations=VG2023.0861.964.2
RLIPv2-ParSeDBackbone=R50, Extra Relations=VG2023.0861.964.5
CDNBackbone=R50, Extra Relations=-2023.0861.763.8
RLIPv1-ParSeDBackbone=R50, Extra Relations=VG2023.0861.763.8
UPTBackbone=R101, VL Pretrain=-2024.1061.367.1
IwinBackbone=R101, VL Pretrain=-2024.1060.9—
QPICBackbone=R50, Extra Relations=-2023.0858.861
ADA-CMBackbone=ViT-L, VL Pretrain=CLIP2024.1058.664
QPICBackbone=R101, VL Pretrain=-2024.1058.360.7
HOTRBackbone=R50, Extra Relations=-2023.0855.264.4
HOTRBackbone=R50, VL Pretrain=-2024.1055.264.4
UnionDetBackbone=R50-FPN, Extra Relations=-2023.0847.556.2
ICANBackbone=R50, VL Pretrain=-2024.1045.3—
InteractNetBackbone=R50-FPN, Extra Relations=-2023.0840—